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2025-03-25

2025-03-25

Owned by Wilson Wang
Last updated: Mar 25, 2025
3 min read

Agenda

  1. Workstream3 Work stream 3: SPEAR (Scalable and Performant Edge Agent Runtime) update. 10 min. @Borui Li (李博睿) @Wilson Wang

  2. Workstream2 Work stream 2: Edge Database & Algorithms update, 10 min, @Qi Tang

  3. Workstream 6 update and discussion on MCP and Owl, Work steam 6: Physical AI @Tina Tsou , 10 minutes

 

Recording

https://bytedance.us.larkoffice.com/minutes/obush85n37y8231eq44y352m

Participants:

@Wilson Wang @Chun Liu @Yike Gong @Mengyu Hang @Ning Jiang @Jianwen Pi @Jiayi Song @Lance Lim @Qingkun Li @Mo Li @Tina Tsou @Wenhui Zhang @Hao Xie @Xun Chen @Ye Xu @Ying Wang @Yizheng Jiao @Zixiong Zhang @Akram Sheriff @anfernee.guan @Ashwanth Gnanavelu @Benjamin Barber @Yona @HaruhisaFukano @Jenny Yang @李博睿 @刘秉伟 @LU CHENG @Rachel Roumeliotis @Ruoyu Ying @Sam Han @Shunli @Suhaas Teja Vijjagiri @Sumeet Solanki @Tina Tsou @TinaTsou @Tom Qin @Victor Lu @万里 @Wilson Wang @Yin Li @Yu Wang - AIG

 

Summary

The meeting discussed work progress and related topics in different work streams, the main contents included:

  • Work Stream 3: Wilson updated on TikTok Live Studio case and Streaming API, Ruoyu on OKR side, and Boris' visa situation. Also shared work stream 3 architecture background.

  • Thursday Meeting: Tina mentioned Thursday's event at TikTok campus with Raj's demo, and Wilson was unsure about the entry.

  • Work Stream 2: Discussed edge data agent with details on data processing and agent frameworks like small agent and its applications.

  • MCP and Robotics: Talked about MCP in robotics, its role in providing user interfaces and data collection, and related research papers and projects.

  • Security: Discussed security issues in AI, such as Deepseek's vulnerabilities and the need for better security measures.

 

Chapters

00:19 Meeting Agenda Discussion and Work Stream 3 Update

This section begins with greetings. Tina Tsou discusses Jeff's visit to the Bay Area. They then turn to the meeting agenda, with two requests received. Agenda bashing ensues, adding topics like work stream discussions. Wilson Wang gives an update on his work, including the TikTok live Studio case and Streaming API implementation. He mentions Boris's visa issue for not attending. Tina Tsou suggests sharing relevant figures for better understanding, and Wilson Wang agrees to share a document.

07:58 Update on AI Agent Platform Work Stream and Upcoming Meeting

This section begins with Wilson Wang presenting a document on a scalable distribute AI agent platform, aiming to bridge between models, users, and developers. He mentions working with TikTok on Live Studio features. They also plan to deploy on ByteDance BGE platform for faster response. Ruoyu Ying updates on OKR's ASR service integration. Borry is working on real use cases and will update next week. Tina Tsou praises the team and invites them to a Thursday meeting with a demo by a CEO.

13:25 Discussion about Event Entry and Moving to Next Topic

This section discusses an event related to OKR and spear that will take place in 48 hours (Thursday). Wilson didn't get the entry and asks Tina to share it. Tina says she sent the Luma link to various channels like Lark, Wechat, and Slack. Wilson requests the Lark Calendar entry specifically. Tina explains it's a TikTok for developer event, not a direct official activity, and questions if more needs to be done. Wilson says no, and then Tina asks if there are other questions before moving to the next topic.

17:07 Discussion on Edge Data Agent, LLM Code Generation and MCP

This section focuses on the edge data agent work stream. The goal is to have data on prime and code/functions on the fly. It discusses LLM code generation trends, use of agent frameworks like small agent and Lita. The general EDA flow is explained, along with use cases. The speaker has uploaded the first code version and will focus on evaluation and improvement. There's also discussion about MCP as a protocol and Tina's request for someone to share work stream 6 screen.

35:49 Discussion on MCP, Robotics, Licensing and Related Work Progress

This section is a meeting transcript. Benjamin Barber joined late. Tina Tsou shared about talks with a UK team, upcoming meeting with an anstrophic CPO. They discussed MCP for robotics, comparing it with ROS. Attendees shared experiences in robotics, like data collection and models. Victor Lu asked about open USD support without Nvidia library. There were also exchanges on licenses, agenda, and updates on various projects such as work stream 4 and reporting libraries.

58:38 Discussion on AI Security, Model Vulnerabilities, and Related Development Concepts

This section discusses various AI security concerns. Victor Lu mentions Deepseek's vulnerability to jailbreaks. Benjamin Barber points out language model problems like mixed control and data layers. They talk about the lack of a formal mathematical basis for neural networks and the difficulty of ensuring security. The conversation also touches on the potential risks of AI in military robots, and Benjamin Barber shares ideas on test-driven vibe coding and related topics, while Victor Lu mentions some API and security baseline projects.

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